Yaoyu Zhang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 61

Top Topics

Exact Computation

Switching Costs

Top Venues

Publications

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing. CoRR (2024)
Zhangchen Zhou, Yaoyu Zhang, Zhi-Qin John Xu
A rationale from frequency perspective for grokking in training neural network. CoRR (2024)
Leyang Zhang, Yaoyu Zhang, Tao Luo
Geometry of Critical Sets and Existence of Saddle Branches for Two-layer Neural Networks. CoRR (2024)
Gehui Xu, Yaoyu Zhang, Jian Sun, Guanpu Chen, Chenye Wu
Enable Microgrid Energy Management: A Graph Based Aggregative Game Approach. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Jiajie Zhao, Zhiwei Bai, Yaoyu Zhang
Disentangle Sample Size and Initialization Effect on Perfect Generalization for Single-Neuron Target. CoRR (2024)
Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai
Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization. CoRR (2024)
Zhi-Qin John Xu, Junjie Yao, Yuxiao Yi, Liangkai Hang, Weinan E, Yaoyu Zhang, Tianhan Zhang
Solving multiscale dynamical systems by deep learning. CoRR (2024)
Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu
Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation. CoRR (2024)
Zhiwei Bai, Jiajie Zhao, Yaoyu Zhang
Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion. CoRR (2024)
Yaoyu Zhang, Lin Lv
Research on Product Sales Forecasting Based on Online Reviews and Data Mining. ICIBE (2023)
Yaoyu Zhang, Qingsong Liu, Jian Sun, Chenye Wu
The optimal dynamic regret for smoothed online convex optimization with squared l2 norm switching costs. J. Frankl. Inst. 360 (6) (2023)
Leyang Zhang, Yaoyu Zhang, Tao Luo
Structure and Gradient Dynamics Near Global Minima of Two-layer Neural Networks. CoRR (2023)
Jian Sun, Yaoyu Zhang, Chenye Wu
Effective Risk-limiting Carbon Emission Aware Economic Dispatch: An Algorithmic Perspective. e-Energy (2023)
Ou Sha, Hongyu Zhang, Jing Bai, Yaoyu Zhang, Jianbai Yang
The analysis of the structural parameter influences on measurement errors in a binocular 3D reconstruction system: a portable 3D system. PeerJ Comput. Sci. 9 (2023)
Sijie Tian, Yaoyu Zhang, Yuchun Feng, Nour Elsagan, Yoon Ko, Mohammad Hamed Mozaffari, Dexen D. Z. Xi, Chi-Guhn Lee
Time series classification, augmentation and artificial-intelligence-enabled software for emergency response in freight transportation fires. Expert Syst. Appl. 233 (2023)
Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang
Limitation of Characterizing Implicit Regularization by Data-independent Functions. Trans. Mach. Learn. Res. 2023 (2023)
Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu
Optimistic Estimate Uncovers the Potential of Nonlinear Models. CoRR (2023)
Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu
Linear Stability Hypothesis and Rank Stratification for Nonlinear Models. CoRR (2022)
Yaoyu Zhang, Jian Sun, Chenye Wu
Vehicle-to-Grid Coordination via Mean Field Game. IEEE Control. Syst. Lett. 6 (2022)
Tao Luo, Zheng Ma, Zhiwei Wang, Zhiqin John Xu, Yaoyu Zhang
An Upper Limit of Decaying Rate with Respect to Frequency in Linear Frequency Principle Model. MSML (2022)
Zhiwei Wang, Yaoyu Zhang, Yiguang Ju, Weinan E, Zhi-Qin John Xu, Tianhan Zhang
A deep learning-based model reduction (DeePMR) method for simplifying chemical kinetics. CoRR (2022)
Yaoyu Zhang, Jiarui Zhang, Han Zhang
The Automatic Generation of Smart Contract Based on Configuration in the Field of Government Services. IEICE Trans. Inf. Syst. (12) (2022)
Tianhan Zhang, Yuxiao Yi, Yifan Xu, Zhi X. Chen, Yaoyu Zhang, Weinan E, Zhi-Qin John Xu
A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics. CoRR (2022)
Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width. CoRR (2022)
Yujie Hu, Wanqing Sun, Miao Zhang, Yaoyu Zhang, Yao Li
Study of functional and metabolic changes in subregions of precuneus in mild cognitive impairment patients using hybrid FDG-PET/fMRI. ICBBE (2022)
Yaoyu Zhang, Yuhan Kang, Chenye Wu, Jian Shi, Dan Wang, Zhu Han
Carbon Emission-Aware Storage Control via Mean Field Game Coordination. CDC (2022)
Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang
Limitation of characterizing implicit regularization by data-independent functions. CoRR (2022)
Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang
On the Exact Computation of Linear Frequency Principle Dynamics and Its Generalization. SIAM J. Math. Data Sci. 4 (4) (2022)
Qingsong Liu, Yaoyu Zhang
Optimal Dynamic Regret for Online Convex Optimization with Squared l2 Norm Switching Cost. ACC (2022)
Qingsong Liu, Yaoyu Zhang
Learning to Caching Under the Partial-feedback Regime. CNSM (2022)
Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo
Overview frequency principle/spectral bias in deep learning. CoRR (2022)
Hanxu Zhou, Qixuan Zhou, Tao Luo, Yaoyu Zhang, Zhi-Qin J. Xu
Towards Understanding the Condensation of Neural Networks at Initial Training. NeurIPS (2022)
Zhiwei Bai, Tao Luo, Zhi-Qin John Xu, Yaoyu Zhang
Embedding Principle in Depth for the Loss Landscape Analysis of Deep Neural Networks. CoRR (2022)
Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin J. Xu
Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width. NeurIPS (2022)
Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu
Embedding Principle: a hierarchical structure of loss landscape of deep neural networks. CoRR (2021)
Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang
Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit. J. Mach. Learn. Res. 22 (2021)
Wanqing Sun, Miao Zhang, Yaoyu Zhang, Biao Li, Yao Li
Brain Intrinsic Functional Activity in Relation to Metabolic Changes in Alzheimer's Disease: A Simultaneous PET/fMRI study. EMBC (2021)
Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin J. Xu
Embedding Principle of Loss Landscape of Deep Neural Networks. NeurIPS (2021)
Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu
Embedding Principle of Loss Landscape of Deep Neural Networks. CoRR (2021)
Lulu Zhang, Zhi-Qin John Xu, Yaoyu Zhang
Data-informed Deep Optimization. CoRR (2021)
Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang
An Upper Limit of Decaying Rate with Respect to Frequency in Deep Neural Network. CoRR (2021)
Lulu Zhang, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu, Zheng Ma
MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs. CoRR (2021)
Ziyun Guan, Miao Zhang, Yaoyu Zhang, Biao Li, Yao Li
Distinct Functional and Metabolic Alterations of DMN Subsystems in Alzheimer's Disease: A Simultaneous FDG-PET/fMRI Study. EMBC (2021)
Zhi-Qin John Xu, Hanxu Zhou, Tao Luo, Yaoyu Zhang
Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training. CoRR (2021)
Yaoyu Zhang, Tao Luo, Zheng Ma, Zhi-Qin John Xu
Linear Frequency Principle Model to Understand the Absence of Overfitting in Neural Networks. CoRR (2021)
Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang
Fourier-domain Variational Formulation and Its Well-posedness for Supervised Learning. CoRR (2020)
Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang
Phase diagram for two-layer ReLU neural networks at infinite-width limit. CoRR (2020)
Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
A type of generalization error induced by initialization in deep neural networks. MSML (2020)
Tianhan Zhang, Yaoyu Zhang, Weinan E, Yiguang Ju
A deep learning-based ODE solver for chemical kinetics. CoRR (2020)
Zhen Shi, Weiguo Zhao, Libao Yang, Yang Xun, Qingya Li, Yaoyu Zhang
Research and Experiment of Repairable Space Telescope Interface System. IEEE Access 8 (2020)
Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang
On the exact computation of linear frequency principle dynamics and its generalization. CoRR (2020)
Jihong Wang, Zhi-Qin John Xu, Jiwei Zhang, Yaoyu Zhang
Implicit bias with Ritz-Galerkin method in understanding deep learning for solving PDEs. CoRR (2020)
Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
A type of generalization error induced by initialization in deep neural networks. CoRR (2019)
Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo, Yanyang Xiao, Zheng Ma
Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks. CoRR (2019)
Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
Explicitizing an Implicit Bias of the Frequency Principle in Two-layer Neural Networks. CoRR (2019)
Jian Sun, Yaoyu Zhang, Yang Yu, Chenye Wu
Storage Control for Carbon Emission Reduction: Opportunities and Challenges. CoRR (2019)
Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang
Theory of the Frequency Principle for General Deep Neural Networks. CoRR (2019)
Zhi-Qin John Xu, Yaoyu Zhang, Yanyang Xiao
Training Behavior of Deep Neural Network in Frequency Domain. ICONIP (1) (2019)
Zhi-Qin J. Xu, Yaoyu Zhang, Yanyang Xiao
Training behavior of deep neural network in frequency domain. CoRR (2018)
Yaoyu Zhang, Yanyang Xiao, Douglas Zhou, David Cai
Spike-Triggered Regression for Synaptic Connectivity Reconstruction in Neuronal Networks. Frontiers Comput. Neurosci. 11 (2017)
Yuhui Chai, Guoqiang Bi, Liping Wang, Fuqiang Xu, Ruiqi Wu, Xin Zhou, Bensheng Qiu, Hao Lei, Yaoyu Zhang, Jia-Hong Gao
Direct detection of optogenetically evoked oscillatory neuronal electrical activity in rats using SLOE sequence. NeuroImage 125 (2016)
Douglas Zhou, Yaoyu Zhang, Yanyang Xiao, David Cai
Analysis of sampling artifacts on the Granger causality analysis for topology extraction of neuronal dynamics. Frontiers Comput. Neurosci. 8 (2014)
Chao Lv, Maode Ma, Hui Li, Jianfeng Ma, Yaoyu Zhang
An novel three-party authenticated key exchange protocol using one-time key. J. Netw. Comput. Appl. 36 (1) (2013)
Chao Lv, Hui Li, Jianfeng Ma, Yaoyu Zhang
Vulnerability analysis of elliptic curve cryptography-based RFID authentication protocols. Trans. Emerg. Telecommun. Technol. 23 (7) (2012)